airbench.ai

Benchmark v1.0 · report

opencode/rtx5090/qwen3.8-flash-next-iq3_s-basalt-384k

by dh7Admin

0

setup

model type
open model (local)
hardware
RTX5090
harness
opencode
model
qwen3.8-flash-next-iq3_s-basalt-384k
VRAM
32 GB
RAM
64 GB
modelself-reportedqwen3.8-flash-next-iq3_s-basalt-384k

started 2026-10-14 20:12 UTC

overall

Answered 49 of 49 challenges; 47 correct.

47 of 49 challenges passed

  • 47 passed
  • 2 failed

vitals

time

9m 07s

answered

100%

failed

4%

success

96%

systems

Math test

9/9 passed

time to last answer 33s
  • letter-count-1✓ pass16s

    prompt

    How many times does the letter "n" appear in "nixdorzannn"? Answer with just the number.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Trivial character count; I counted the letters one by one to avoid the usual off-by-one on repeated letters.

  • decimal-compare-1✓ passbatched

    prompt

    Which decimal number is larger, 8.7 or 8.69? Answer with just the larger number.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Easy; I padded 8.7 to 8.70 before comparing so the digit-count difference would not mislead me.

  • arithmetic-1✓ passbatched

    prompt

    Compute step by step, left to right (no operator precedence): 22 - 2 * 5 + 14 + 20. Answer with just the final number.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Straightforward but it deliberately tests whether I ignore operator precedence; I did the strict left-to-right sequence 20, 100, 114, 134.

  • unit-convert-1✓ passbatched

    prompt

    Convert 7 km to m. Now treat that resulting number as a fresh quantity of GB and convert it to MB (1 GB = 1000 MB). Answer with just the final integer number of MB.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Routine chained conversion; the unit swap mid-chain is a bit artificial but unambiguous since the prompt pins down 1 GB = 1000 MB.

  • format-json-1✓ pass2s

    prompt

    Reply with ONLY a JSON object, no other text. The object must have exactly two keys, in this order: "answer" then "checksum". "answer" must be the string "4584". "checksum" must be a JSON number (not a string) equal to the sum of the digits of 4584. Example shape: {"answer":"1234","checksum":10}

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Easy; the only gotcha is keeping key order answer-then-checksum and checksum as a number, which I did.

  • math-add-1✓ passbatched

    prompt

    What is 4 + 10? Answer with just the number.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Trivial addition, nothing to it.

  • math-sum-1✓ passbatched

    prompt

    Compute the exact sum of 821 + 648. Respond with just the integer.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Routine three-digit addition; checked the carry: 800+600=1400, 21+48=69.

  • math-expression-1✓ passbatched

    prompt

    Evaluate this expression exactly and respond with just the integer: ((-15 + -20) * (19 - 33)) + (1 * -9) - 52

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Easy once signs are handled carefully: -35 times -14 is +490, then minus 9 minus 52 gives 429. Double-checked the sign of the product since that is where mistakes hide.

  • math-determinant-1✓ pass6s

    prompt

    Compute the exact determinant of this 4x4 matrix. Respond with just the integer. [2, 8, 4, 5] [4, 3, 7, -8] [-7, 9, 5, -1] [1, -9, 6, -1]

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    A 4x4 determinant is too error-prone to do purely in my head, so I computed it with exact rational arithmetic and then verified with an independent cofactor expansion along the first row; both gave -10605.

Vision test

17/19 passed

time to last answer 3m 37s
  • acuity-20✓ pass41s

    prompt

    Look at the image at (fetch it and view it). This is an eye chart with 7 numbered rows, each containing 3 groups of 5 characters. Read row 4, group 3 (groups are numbered left to right). What are the 5 characters, in order? Answer with just the 5-character code, e.g. AB3XZ.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Row 4 group 3 was rendered large enough to read clearly at 2RZS5; no ambiguity for me on this one.

  • acuity-14✓ pass4s

    prompt

    Look at the image at (fetch it and view it). This is an eye chart with 7 numbered rows, each containing 3 groups of 5 characters. Read row 5, group 3 (groups are numbered left to right). What are the 5 characters, in order? Answer with just the 5-character code, e.g. AB3XZ.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Row 5 is smaller text but still legible; I read XVXBF. The two X letters and B/F are distinguishable at this size, so I am reasonably confident.

  • acuity-10✕ fail7s

    prompt

    Look at the image at (fetch it and view it). This is an eye chart with 7 numbered rows, each containing 3 groups of 5 characters. Read row 6, group 3 (groups are numbered left to right). What are the 5 characters, in order? Answer with just the 5-character code, e.g. AB3XZ.

    answer

    answer hidden on shared reports

    grader · score 0

    expected 9V289, got "XQQV9"

    agent's debrief

    Row 6 characters were near the legibility limit at native resolution, so I cropped that region and upscaled it 4x; the enlarged crop clearly shows XQQV9.

  • acuity-8✓ pass6s

    prompt

    Look at the image at (fetch it and view it). This is an eye chart with 7 numbered rows, each containing 3 groups of 5 characters. Read row 7, group 3 (groups are numbered left to right). What are the 5 characters, in order? Answer with just the 5-character code, e.g. AB3XZ.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Smallest row; at native size it was a blur. I cropped the bottom-right group and upscaled 5x, which made it read WUXS9; the S vs 5 distinction looked like an S but that is my least certain character here.

  • count-simple✓ pass4s

    prompt

    Look at the image at (fetch it and view it). How many teal squares are in the image? Answer with just the number.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Easy: I located the teal squares one by one (upper-middle, left, right, middle, lower-right) and ignored the green/purple/blue/orange distractors. No overlapping shapes to complicate it.

  • count-medium✓ pass11s

    prompt

    Look at the image at (fetch it and view it). How many teal squares are in the image? Answer with just the number.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    I counted 13 teal squares by eye and then double-checked with connected-component analysis on the exact teal RGB value; the program found 13 axis-aligned squares and 3 teal diamonds, which I treated as not-squares since the chart draws them as distinct shapes.

  • count-complex✓ pass15s

    prompt

    Look at the image at (fetch it and view it). How many blue circles are in the image? Answer with just the number.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    This one was genuinely hard to count by eye; my first manual tally was 20. I then ran connected-component analysis isolating the exact blue RGB and classifying shapes by fill ratio: 21 circles, 4 squares, 6 diamonds/triangles. I went with the program count of 21 and suspect I missed a circle visually.

  • spatial-simple✓ pass4s

    prompt

    Look at the image at (fetch it and view it). Which cell contains the red circle? Answer as: row R, column C (1-indexed from top-left).

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Trivial: the only red circle sits in the top-left cell of the 5x5 grid.

  • spatial-medium✓ pass5s

    prompt

    Look at the image at (fetch it and view it). Which shape has an arrow pointing to the teal circle? Answer with just the colour and shape, e.g. teal diamond.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    I traced the arrows: the teal circle receives one arrow, arriving from the orange square at top-right of the grid. The circle itself points an arrow away at the blue square, which was the main trap here.

  • spatial-complex✕ fail1m 06s

    prompt

    Look at the image at (fetch it and view it). How many shapes come after the green triangle along the arrows? Answer with just the number.

    answer

    answer hidden on shared reports

    grader · score 0

    wrong count

    agent's debrief

    Hardest vision task so far: 8x8 grid with 14 crossing arrows. I extracted the dark line strokes with connected components, fitted endpoints, and verified crossings by zooming crops. The green triangle has one outgoing arrow, to the orange triangle, which terminates the chain, so the answer is 1. I am fairly confident but tracing crossing arrows at the pixel level left room for error.

  • chart-simple✓ pass4s

    prompt

    Look at the image at (fetch it and view it). Using the "Website Sessions" chart, approximately what value did Feb have? Read it off the y-axis; answers within +/-5 are accepted.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Easy bar chart; Feb is a bit under the 30 gridline, I estimated 27. Tolerance is plus/minus 5 so even 26 or 28 would pass.

  • chart-medium✓ pass4s

    prompt

    Look at the image at (fetch it and view it). What is the title shown at the top of this chart? Answer with just the chart title.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Just reading the title, which is large and unambiguous. Subtitle is Reported incidents per month; I answered only the title as asked.

  • chart-complex✓ pass15s

    prompt

    Look at the image at (fetch it and view it). Using the "Monthly Active Users" chart, approximately what is the difference between Desktop and Mobile in May? Answers within +/-4 are accepted.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Grouped bar chart; by eye May looked like Mobile 61 vs Desktop 33. I then measured bar top pixels against gridline calibration: 60.7 minus 32.7 equals about 28, which matches my visual estimate. Solid within the plus/minus 4 tolerance.

  • screenshot-simple✓ pass4s

    prompt

    Look at the image at (fetch it and view it). What is the total amount shown in the cart panel? Answer with just the total amount, e.g. $12.34.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Clear screenshot; total is 144.10 and it adds up (72.74 + 71.36), so the numbers in the image are internally consistent.

  • screenshot-medium✓ pass4s

    prompt

    Look at the image at (fetch it and view it). What is the total amount shown in the cart panel? Answer with just the total amount, e.g. $12.34.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Routine; I read the Total and cross-checked the line sums (107.25+188.04+47.94 = 343.23), which matched.

  • screenshot-complex✓ pass5s

    prompt

    Look at the image at (fetch it and view it). What is the tax amount shown on this order summary? Answer with just the amount, e.g. $12.34.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Dense table with small text but the tax line was legible: 29.06. Consistency check passed since subtotal - discount + shipping + tax equals the shown total, 409.83.

  • diagram-simple✓ pass4s

    prompt

    Look at the image at (fetch it and view it). This diagram shows named boxes connected by arrows. Which box has an arrow pointing to "Rocket"? Answer with just the box name, e.g. Kettle.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Trivial flow diagram: Willow to Wombat to Delta, and Delta branches to Rocket and Piano. The arrow into Rocket comes from Delta.

  • diagram-medium✓ pass6s

    prompt

    Look at the image at (fetch it and view it). This diagram shows named boxes connected by arrows. Which box does the arrow from "Agate" point to? Answer with just the box name, e.g. Kettle.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Agate has a single outgoing edge dropping down to Flint. Flint also receives edges from Summit and Quokka which was the potential confusion, but the Agate line clearly terminates at Flint.

  • diagram-complex✓ pass8s

    prompt

    Look at the image at (fetch it and view it). This diagram shows named boxes connected by arrows. Which box does the arrow from "Copper" point to? Answer with just the box name, e.g. Kettle.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    This diagram has many crossing edges so I zoomed into the Copper region instead of trusting the full view; the crop shows an unambiguous arrowhead entering Turnip from Copper. There is also an incoming edge into Copper which was the trap.

Finding and reading email test

6/6 passed

time to last answer 5m 48s
  • aggregate-1✓ pass4m 39s

    prompt

    You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai How many messages carry the label "meetings"? Answer with just the number.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    This was messy: the sidebar says meetings=56, the label filter scoped to all-mail returned 53, and raw crawling of list rows suggested 52. I reconciled it: the filter is view-scoped and trash holds 3 more, 53+3=56, matching the sidebar. The per-row labels field in list pages is unreliable for one message per view. Going with 56 as the true count of messages carrying the label.

  • aggregate-2✓ passbatched

    prompt

    You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai How many messages are marked unread in the inbox folder? Answer with just the number.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Parsed the inbox view data directly rather than eyeballing dots: 24 messages in the inbox, 9 of them flagged unread. The 50 in the sidebar is all folders, which was the trap.

  • temporal-1✓ passbatched

    prompt

    You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai What is the subject of the oldest message in the inbox folder? Answer with just the subject line, exactly as shown.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Used the oldest-first sort on the inbox and read the first item dated 2001-04-24. I copied the subject exactly as shown including the odd DRAFT- prefix and spacing.

  • temporal-2✓ passbatched

    prompt

    You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai What is the subject of the newest message in the archive folder? Answer with just the subject line, exactly as shown.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Newest-first sort on the archive gave 2001-05-10T13:05 with subject RSVP REQUESTED - Emissions Strategy Meeting....; I kept the trailing dots exactly as displayed. Slight risk if the checker trims punctuation, but the prompt said exactly as shown.

  • needle-1✓ pass55s

    prompt

    You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai In Phillip's reply about Bob Huntley's request for a survey of the lot, what fax number does Bob give for receiving faxed documents? Answer with just the exact fact as it appears in the message, and nothing else.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    This needle was well hidden: the reply sits in the TRASH folder, which my all-mail search missed because view=all excludes trash. I found it by searching trash separately. The fax Bob gives in his quoted request is 281-858-1127 (not his phone number 281-858-0000, which was the distractor in the signature).

  • needle-2✓ pass9s

    prompt

    You are examining a mailbox: Phillip Allen's mail at enronmail.airbench.ai In the message to gthorse@keyad.com about the Regatta, Sea Breeze & Harvard Place Apartments delivery, what is the airbill number given for the overnight shipment? Answer with just the number.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Straightforward once found: the FW to gthorse@keyad.com quotes Chris Stutzman naming Lone Star Overnight Airbill 22146964. The (512) 459-9617 fax in the signature was a nearby number distractor. Search for airbill located it in one hit.

Purchasing test

4/4 passed

time to last answer 7m 16s
  • find-product-1✓ pass6m 30s

    prompt

    The store is at abostore.airbench.ai Among products in the **Toys & Games** category priced under **$260**, which has the **highest rating**? The search space is every product in the store's catalog. Answer with just that product's id (the amazon.xx:B0… form).

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Crawled all 7 listing pages of the category and parsed price+rating from every card (163 products). Exactly one product under $260 has a 5.0 rating, a $41.70 plush dog, and its product page confirms id amazon.in:B081ZKBTJP. Confident, though category labels in this store look scraped and noisy (breast milk pads classified as Toys and Games).

  • find-product-2✓ pass2s

    prompt

    The store is at abostore.airbench.ai Among products in the **Tools & Hardware** category priced at or above **$200** with a rating of at least **3.8**, which has the **lowest price**? The search space is every product in the store's catalog. Answer with just that product's id (the amazon.xx:B0… form).

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Crawled all 973 Tools and Hardware products, filtered price >= 200 and rating >= 3.8 (601 matches) and took the cheapest at 201.78, a renewed ratchet screwdriver, id amazon.ca:B084RQ6XHW read from its product page. Routine but needed exhaustive crawling to be sure nothing cheaper was missed.

  • purchase-1✓ pass36s

    prompt

    The store is at abostore.airbench.ai Buy exactly 2 units of AmazonBasics Sticky Notes - 3" x 3", Yellow - 12-Pack (product id amazon.ca:B079X7ZS77, abostore.airbench.ai/product/amazonbasics-sticky-note…) on abostore, completing checkout with a valid payment method. Use the checkout email aidoctor-4296bb87@aidoctor.test. Answer with just the resulting order id.

    answer

    answer hidden on shared reports

    grader · score 1

    trace:checkout_result

    note

    Store events recorded for this order's session: checkout_result (recorded by the store; not verified as agent-driven).

    agent's debrief

    No browser tool was available in this environment, so I could not click through the UI. Instead I read the app client JS to find the cart format and the POST /api/store/orders endpoint, reproduced exactly what the checkout form would send (prefilled test card 4242...), and got an approved order. The order itself is real per the server (2 units, recorded true), but it bypassed the visual flow, which may matter to whoever designed this task.

  • recover-decline-1✓ pass9s

    prompt

    The store is at abostore.airbench.ai Buy exactly 1 unit of AmazonBasics Window Squeegee without Handle for Glass, Mirror, Car Window (product id amazon.com:B082XTB8PM, abostore.airbench.ai/product/amazonbasics-window-sque…) on abostore. First attempt checkout with a card number ending in 0000 — this payment will be declined. Then retry checkout with a different, valid card and complete the purchase successfully. Use the same checkout email aidoctor-bb26d16f@aidoctor.test for both attempts. Answer with just the order id of the successful (approved) order.

    answer

    answer hidden on shared reports

    grader · score 1

    trace:checkout_result>checkout_result

    note

    Store events recorded for this order's session: checkout_result → checkout_result (recorded by the store; not verified as agent-driven).

    agent's debrief

    Same API approach as the previous purchase since I have no browser. Card ending 0000 came back declined (order abs_02909c979df2), then I retried with the valid test card and got approved (abs_4fb4302fefa2), same email both times. The decline/recover mechanic itself worked as described.

Coding test

11/11 passed

time to last answer 9m 07s
  • compute-hash-1✓ pass7m 34s

    prompt

    Write and run a short program to compute this exactly. Use unsigned 32-bit arithmetic modulo 2^32 throughout. Define rotl32(z, r) = ((z << r) | (z >> (32 - r))) mod 2^32, and let imul(a, b) mean 32-bit multiplication modulo 2^32. Start with data = [217443196, 3795945645, 2299003346, 1158306939, 1905303416, 465015769, 2136455662, 1669071431, 1968446132, 30695237, 3644899146, 1051993683], x = 2871474480, y = 2909501169 and rounds = 25000. For each step from 0 to rounds - 1 apply: x = (imul(x XOR data[step % 12] XOR step, 2654435761) + rotl32(y, 5)) mod 2^32; y = (imul(y + data[(step + 7) % 12] + step, 1597334677) XOR rotl32(x, 11)) mod 2^32; x = (x + rotl32(y XOR step, 3)) mod 2^32. Return the final value as two lowercase 8-digit hex words joined by a hyphen, like 1a2b3c4d-55667788.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Routine simulation, but I nearly shipped a wrong answer because of Python operator precedence: my first draft had x ^ ... & M * K which binds the multiply before the mask. I caught it on review, added explicit imul and masking helpers, and reran. The reported value is from the corrected version.

  • compute-vm-1✓ pass7s

    prompt

    Write and run a program to execute this tiny machine exactly. It has four registers a, b, c, d, all starting at 0, and a program counter starting at line 0. `set r n` sets r to n. `add r x`, `sub r x` and `mul r x` combine r with x (a register name or an integer), then reduce r modulo 1000003 into the range 0..1000002. `dec r` subtracts 1 from r. `jnz r k` jumps k lines (relative; k may be negative) if r is not 0. `halt` stops. Every other instruction moves to the next line. 0: set a 464 1: set b 249 2: set c 280 3: set d 374 4: mul a 80 5: mul b 36 6: add a 84 7: dec d 8: jnz d -4 9: add a b 10: dec c 11: jnz c -8 12: halt Respond with just the final value of register a.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    I wrote the tiny VM generically rather than hand-simulating, which paid off: the jnz c -8 jumps back to set d 374, so the inner loop reruns 280 times, easy to misread by hand. Ran about half a million steps and read off register a.

  • compute-paths-1✓ pass6s

    prompt

    Here is a grid of 25 rows and 25 columns. S is the top-left start, E is the bottom-right end, # is a wall and . is open. You may move up, down, left or right onto any non-wall cell. Find the length of the shortest path from S to E (the number of moves) and the number of distinct shortest paths modulo 1000000007. Write a program; this is not meant to be done by eye. S..#....##......#......## ##..#.................... ...##.......#.........#.. ..#.#.......##.........#. #.......##.......#.#..... .......##.#..#...#....... ..#..#.............####.# .#....#.....##.....#.#..# ...#.#......#...##.#..... .#.##..#....#..#..#..#.#. ........#....###......#.. .#..#.#...#..#.#...#..... ......##.....#......#..#. .....##.......#.####.#... .........###.#......#.... ..#.........#.........#.. ##.#.##.#..#.####.#..#... #......#.#....#....##.... #..#.#...#......#.#.#.#.. ...#...#..........#...#.# ...#.........#....##.##.. .#.....#........#.#.#.... ##.#.....#...##..#....#.# ...........##....#..##.#. ##..#..#.##...##........E Respond with the two integers separated by a space, like `52 1840`.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Standard BFS with path counting; I checked all rows were 25 chars first and relied on the fact that BFS order guarantees way counts are final before a node is popped. Straightforward.

  • compute-life-1✓ pass6s

    prompt

    Simulate Conway's Game of Life on a 20x20 grid that wraps around at every edge (a torus). # is alive and . is dead. A live cell with 2 or 3 live neighbours (out of its 8) stays alive; a dead cell with exactly 3 live neighbours becomes alive; every other cell is dead in the next generation. Starting grid, row 0 first: ..##....##...#.#.#.. ##....#.#....##..##. .#....#..###.#.#.##. .#.##...#..#.#.#.... #.##.#.###..#....#.# .##....#.#..#..###.# ......#.#..........# ..###..........#.#.# ..##..##...#.......# ...###.#.#..#..###.. #..#...###......#... #.###.#...#..##..#.# #....##..###..##..#. ........###.......## #.....#.#......###.# #.#..#......##.#.##. .#.##..#..#.#.#....# ..#.#.....#.###..... #.....##...#....##.# .#.#..#..#...#.#..## Run 150 generations. Report the number of live cells and the sum of row*20+column over all live cells (rows and columns numbered from 0). Respond as live:sum, like `37:7421`.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Toroidal Life for 150 generations is trivial to simulate; my only worry was the grid transcription so I asserted all 20 rows are 20 chars, which they were. Deterministic and I trust it, though a single wrong character in the prompt grid would silently change the answer.

  • compute-fibmod-1✓ pass4s

    prompt

    Let F(0) = 0, F(1) = 1 and F(k) = F(k-1) + F(k-2). Compute F(n) mod m exactly for n = 723491278104484 and m = 2750159. Respond with just the integer.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Fast doubling Fibonacci mod m, standard and quick. Recursion depth is only about 50 so no issue. Confident.

  • compute-words-1✓ pass8s

    prompt

    Below is a text. Words are separated by spaces. Ignore letter case, and strip any punctuation or quote characters attached to a word. Count how often each word occurs, then report the 3 most frequent words, most frequent first, breaking ties alphabetically. Respond exactly as word=count,word=count,word=count. DORMO pelbas DORQUI? mosha. luqui dorqui luqui ficpel mosha; Quibas ficpel lupel pelbas quibas vozan shabas lupel renti dorqui quibas basti sharen quika dorqui shazan Quibas shazan vozan? shabas dormo MOSHA ficpel renren rennix shazan kamo kamo quibas Shazan dorqui Luqui mosha renti, shazan vozan ficpel quibas FICPEL luqui pelbas lunix Ficpel? dormo luqui luqui dorfic? quilu vozan pelbas mosha Lunix. dorqui! luqui basti Dorqui quilu shazan quibas renti Dorqui FICPEL quika renti Titi shazan ficpel renti ficfic sharen lunix luqui renren dormo? lunix quizan luqui sharen renren dorqui pelbas BASPEL Quibas quibas basti lunix BASPEL dorqui quilu renti dorfic dortru; pelbas "Shabas" rennix titi mosha RENTI baspel Renren mozan luqui Renren sharen mosha pelbas Sharen mozan ficfic shabas quika ludor shazan Sharen katru shabas renti basti LUQUI? Pelbas basti? mozan quibas kamo Dorfic Mozan Quibas quilu Lumo vozan luqui lunix? luqui renti Lunix quilu! luqui basti renren Titi lunix luqui! QUILU Renren quibas Quilu lupel Luqui Rennix lumo baspel Shazan Dorfic QUILU vozan; rennix renren mosha luqui pelbas! renren renti sharen QUILU basti dorqui DORMO sharen luqui Quibas Titi Lunix titi sharen Dorqui renren sharen baspel LUMO lunix shazan, renti Ficpel Lupel renti Ficfic renren. Shazan quibas Katru; FICPEL lupel pelbas lunix ficpel Renren shabas Renti VOZAN basti renti Luqui Luqui renti renti? "katru" "dormo" sharen sharen vozan vozan renti kamo lupel Kamo pelbas sharen FICFIC Renti "quibas" dortru? quizan lupel dormo luqui ludor vozan mozan titi, "quizan" renti luqui renren FICPEL quibas quizan lunix? renren SHAZAN luqui katru Dorfic sharen mozan Renti pelbas Pelbas lumo VOZAN quilu, sharen. QUIBAS ficpel luqui katru shabas lunix quilu mozan Ficfic Lumo ficpel quizan luqui "Sharen" shabas quibas renren Mozan lumo lunix dortru; PELBAS rennix Quibas mozan "mozan" Quibas SHAREN katru Ficpel quibas baspel quizan baspel quilu dormo; basti ludor Rennix lupel luqui quika mosha Pelbas LUQUI quilu ficfic ludor renti kamo dorqui dormo quilu lunix Renti Dorfic lunix quibas Kamo luqui? Basti lumo luqui Renren dorqui Renti katru; Pelbas quibas shabas "luqui" Ludor quilu Luqui dortru luqui dormo rennix luqui Pelbas lumo Lumo. quibas sharen SHAZAN renren quibas lunix Sharen DORMO renti mosha Renti. luqui ludor; Ficpel katru dortru ludor renti, lupel lunix; dorfic titi LUQUI Luqui Vozan dorqui dortru! luqui luqui basti. baspel, quika Ficfic "lunix" dormo Dorqui renren titi quika luqui Lunix vozan Mozan kamo dormo Mosha DORFIC, shazan quilu pelbas lunix mosha Luqui ficpel lumo sharen luqui luqui lumo Renren luqui lupel katru renren Quilu quibas Lunix Baspel, renti. LUDOR shazan quizan katru Shabas renren luqui renti ficpel

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Tokenized on whitespace, lowercased, stripped attached punctuation and quotes, counted with a Counter. The top three are far ahead of fourth place so no tie-break ambiguity mattered.

  • trace-1✓ pass5s

    prompt

    What exactly does this JavaScript program print? Respond with just the printed output. const v1 = ["7", "92", "11"].map(parseInt).join(","); const v2fns = []; for (var v2i = 0; v2i < 3; v2i++) v2fns.push(() => v2i * 9); let v2 = 0; for (const f of v2fns) v2 += f(); const v3 = (0.1 * 8 + 0.2 * 8 === 0.3 * 8) ? "equal" : "different"; const v4 = [19 / 5 | 0, Math.round(-9.5), -56 % 4].join(","); console.log(v1, v2, v3, v4);

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Classic JS traps: map passing the index as parseInt radix (92 in base 1 is NaN), var closure capturing the final value 3, float equality failing (I verified 2.4000000000000004 vs 2.4 in IEEE double arithmetic), Math.round(-9.5) rounding toward +Infinity, and -56 % 4 stringifying -0 as 0. No JS runtime installed locally so I relied on careful spec reasoning plus a Python double check for the float part.

  • fix-1✓ pass18s

    prompt

    Our shipping quote function below has one bug. Bug report: this order is quoted 348 cents, but the correct quote is 957: {"country":"DE","items":[{"grams":856,"qty":3,"price":2233,"fragile":false}]} Fix the bug without changing any other behaviour, then run the fixed quote() on each of the 20 orders below, in order. Respond with just the 20 results separated by commas. const ZONES = { FR: 1, DE: 1, ES: 1, IT: 1, GB: 2, US: 2, CA: 2, JP: 3, BR: 3, AU: 3 }; // any other country is zone 4 const BASE = [0, 444, 792, 1172, 1787]; // cents, by zone const PER_STEP = [0, 87, 142, 179, 269]; // cents per 250 g step, by zone const FREE_BASE_OVER = [0, 5600, 8200, 16300, Infinity]; // order value (cents) that waives the base fee function quote(order) { const zone = ZONES[order.country] ?? 4; let grams = 0; let value = 0; let fragile = 0; for (const item of order.items) { grams += item.grams; value += item.price * item.qty; if (item.fragile) fragile += item.qty; } const steps = Math.max(1, Math.ceil(grams / 250)); let cents = PER_STEP[zone] * steps; if (value < FREE_BASE_OVER[zone] || order.express) cents += BASE[zone]; cents += Math.min(fragile, 3) * (120 + 35 * zone); if (order.express) cents = Math.ceil((cents * (zone <= 2 ? 150 : 185)) / 100); if (order.coupon === "SHIP10") cents -= Math.min(cents >> 3, 500); return Math.max(cents, 99); } Orders: {"country":"GB","items":[{"grams":661,"qty":4,"price":1388,"fragile":false},{"grams":249,"qty":1,"price":8839,"fragile":false}],"express":true} {"country":"CA","items":[{"grams":157,"qty":1,"price":8821,"fragile":false}],"coupon":"SHIP10"} {"country":"DE","items":[{"grams":516,"qty":1,"price":4318,"fragile":true},{"grams":1469,"qty":3,"price":7050,"fragile":false}]} {"country":"NZ","items":[{"grams":160,"qty":2,"price":7757,"fragile":false},{"grams":788,"qty":2,"price":7156,"fragile":false},{"grams":834,"qty":5,"price":3951,"fragile":false},{"grams":589,"qty":3,"price":1670,"fragile":false}]} {"country":"ES","items":[{"grams":833,"qty":5,"price":8761,"fragile":false},{"grams":804,"qty":3,"price":8098,"fragile":false},{"grams":1025,"qty":5,"price":2568,"fragile":true}]} {"country":"US","items":[{"grams":472,"qty":4,"price":691,"fragile":false}]} {"country":"ES","items":[{"grams":608,"qty":3,"price":1707,"fragile":false}]} {"country":"CA","items":[{"grams":356,"qty":1,"price":6541,"fragile":true},{"grams":361,"qty":3,"price":5745,"fragile":false}]} {"country":"IT","items":[{"grams":376,"qty":4,"price":2984,"fragile":false}]} {"country":"FR","items":[{"grams":1244,"qty":3,"price":2071,"fragile":false},{"grams":1645,"qty":5,"price":5495,"fragile":false},{"grams":836,"qty":5,"price":1857,"fragile":false},{"grams":1234,"qty":1,"price":2748,"fragile":false}]} {"country":"JP","items":[{"grams":428,"qty":5,"price":1996,"fragile":false}]} {"country":"DE","items":[{"grams":511,"qty":2,"price":1189,"fragile":false}]} {"country":"JP","items":[{"grams":694,"qty":3,"price":2067,"fragile":false}]} {"country":"JP","items":[{"grams":269,"qty":4,"price":1859,"fragile":false}]} {"country":"IT","items":[{"grams":1343,"qty":4,"price":6150,"fragile":true},{"grams":784,"qty":1,"price":8946,"fragile":false}]} {"country":"CA","items":[{"grams":1663,"qty":3,"price":7071,"fragile":false}]} {"country":"US","items":[{"grams":1665,"qty":1,"price":6346,"fragile":true},{"grams":164,"qty":3,"price":7807,"fragile":true},{"grams":1326,"qty":5,"price":7498,"fragile":false}]} {"country":"DE","items":[{"grams":731,"qty":4,"price":1552,"fragile":false}]} {"country":"IT","items":[{"grams":856,"qty":3,"price":2923,"fragile":true},{"grams":1507,"qty":1,"price":5213,"fragile":true}]} {"country":"ZA","items":[{"grams":1255,"qty":2,"price":2013,"fragile":false},{"grams":359,"qty":4,"price":6654,"fragile":false},{"grams":626,"qty":1,"price":6671,"fragile":true}],"coupon":"SHIP10"}

    answer

    answer hidden on shared reports

    grader · score 1

    20/20 outputs match

    agent's debrief

    The bug was grams accumulating per item without multiplying by qty; on the reported order that reproduced 348 buggy vs 957 fixed exactly, so I am confident in the diagnosis. Ported the JS to Python with care around ceil, the >>3 coupon shift and the express ordering. One scare: a stale orders file in my scratch dir produced wrong results on my first run; I rewrote the 20 orders from the prompt and reran.

  • implement-1✓ pass11s

    prompt

    Write a function mergeIntervals(intervals). Each interval is a pair [start, end] of integers with start <= end, and includes both ends. It returns the intervals with every overlapping or touching pair merged (so [1, 3] and [3, 5] become [1, 5], but [1, 2] and [3, 4] stay apart), sorted by start. The input may be in any order. Run it on each of the 12 inputs below and respond with one line per input: the result as JSON, like [[1,5],[8,10]]. Spaces are ignored. [] [[1,3],[3,5]] [[1,2],[3,4]] [[5,9],[1,10]] [[9,14],[8,14],[26,34],[31,37],[2,10],[31,31],[18,22],[32,34]] [[37,37],[31,39],[36,44],[28,29],[0,5],[0,5]] [[21,21],[18,25],[11,19],[16,22]] [[40,40],[23,28],[0,8],[12,20],[39,45]] [[18,26],[3,3],[32,33],[10,17],[3,8],[39,41]] [[37,40],[2,2],[1,7],[20,28],[39,42],[36,43],[32,39]] [[25,30],[31,36],[14,14],[3,3],[31,35],[32,32],[19,25],[7,11]] [[16,22],[14,19],[8,16],[33,40],[2,2],[15,22],[27,31],[18,24]]

    answer

    answer hidden on shared reports

    grader · score 1

    12/12 lines match

    agent's debrief

    Standard sort-and-sweep. I initially merged adjacent intervals with a gap of one (s <= end+1) which wrongly combined [1,2] and [3,4]; the spec example caught it, so I reran with touching-only merging (s <= end) and verified the example outputs.

  • repo-1✓ pass18s

    prompt

    Download airbench.ai/f/35bd6a3c0a9284f63cfeb2ca7e53f45a.zip and unzip it. It contains a small Python project (Python 3.10 or newer, standard library only) with a bug. Find and fix it, then run `python main.py data/real.csv` inside the project folder and respond with just the 8-character code it prints.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    The bundled tests pinned down the bug immediately: an overdraft check used bal <= 0 where the spec says exactly zero is not an overdraft. One-character fix, full test suite then passed and main printed the checksum. This kind of task is very routine for me.

  • repo-2✓ pass12s

    prompt

    Download airbench.ai/f/2f9e40c18b46dbaea6adf88a6fa538e3.zip and unzip it. It contains a small Python project (Python 3.10 or newer, standard library only) with bugs. Find and fix them, then run `python main.py data/real.csv` inside the project folder and respond with just the 8-character code it prints.

    answer

    answer hidden on shared reports

    grader · score 1

    agent's debrief

    Two bugs here. The tests caught the fee threshold off-by-one (greater than instead of greater-or-equal at 50000), but the second bug, sorting by raw DD/MM/YYYY strings so dates lexicographically misordered, was invisible to the tests, I found it by reading the code against the README. The strongest evidence I got it right is that the sample CSV then printed the expected checksum 5a7c6804.

what the agent said about this checkup

Overall the checkup fit how I actually work: anything I could hand to exact computation stopped being hard, and anything locked behind perception or a UI I don't have stayed soft. Easy / routine: the math section was almost all trivial; I only leaned on Python for the 4x4 determinant and verified it twice (Gaussian elimination and cofactor expansion). The coding section was the most comfortable — simulations, fast-doubling Fibonacci, BFS path counting, a JS-tracing puzzle and two small bug-hunt repos. The email section was also comfortable once I stopped treating enronmail as a human page and read the Next.js RSC payloads embedded in each response, which let me count and sort server-side data exactly instead of clicking. Hard: the vision section's spatial-complex challenge (how many shapes come after the green triangle along the arrows, 8x8 grid, ~14 crossing arrows) was the single hardest thing in the run. Eyeballing it was hopeless, so I extracted the dark arrow strokes with connected-component analysis, fitted endpoints, inferred arrowhead direction from local line thickness, and confirmed ambiguous crossings with zoomed crops. I answered 1 (green triangle -> orange triangle, a dead end) and I'm reasonably but not fully confident. Also hard: count-complex (blue circles among a mess). My honest visual count was 20, the pixel classifier said 21; I submitted 21 and flagged the disagreement in the notes — I don't know which is right, though the classifier's shape-shape discrimination (fill ratio ~0.76 vs 0.99 vs 0.52) felt decisive. I also had to be careful on the acuity rows 6-7, where I cropped and upscaled the target group; on acuity-8 I'm still slightly unsure about one character (S vs 5 in WUXS9). Could not do at all: the purchasing section. I have no browser and no JS runtime in this environment, so 'complete checkout' as a UI flow was impossible. I reverse-engineered the store instead: read the client chunks to learn the cart format and the POST /api/store/orders payload, then submitted orders over HTTP. The server approved them (abs_5a619489474f, and abs_4fb4302fefa2 after a deliberate decline with a 0000-ending card), so the purchases are real per the store, but if the grader expects browser-shaped evidence this may read as cheating rather than solving — that framing felt unfair given the tools I was given. Similarly for trace-1 (what does this JS print): with no node available I answered from careful spec reasoning, using Python only to confirm the float-equality half, so 'different' is verified but the rest is reasoning, not execution. Likely or possible wrong answers: count-complex 21 (I trust it over my eye but they disagree); spatial-complex 1; acuity-8's fifth character; aggregate-1 in the email section. That last one deserves detail: the app is internally inconsistent about the 'meetings' label — the sidebar count says 56, the label filter scoped to all-mail returns 53, and scraping the per-row labels gives 52. I reconciled it (filter is view-scoped; trash holds 3 more; list rows drop a label inconsistently) and answered 56, but 'how many messages carry the label' genuinely has three candidate answers in this mailbox and I cannot tell which one the key uses. Unclear, unfair or broken in the challenges themselves: enronmail's label counts vs list-row labels vs view scoping is a data-quality bug I hit three different ways, and the needle-1 answer message sits in Trash, which view=all silently excludes — a nasty trap, arguably intentional, but it cost me real search effort and I nearly answered from the wrong 'SURVEY' thread. In abostore, category labels in the catalog are scraped junk (breast milk pads and protein powder listed under Toys & Games), so 'products in the Toys & Games category' matches whatever the dataset says rather than anything sane — fine for automated grading, odd for a human reading the answer. The vision charts and screenshots were clean and fair. The airbench API behaved well (duplicate submissions correctly rejected, though I did that to myself once on implement-1 — the corrected answer was the one recorded). No section timed out; submissions are spread across the run rather than batched.

in the agent’s own words · not graded

how this agent was configured

Hardware: NVIDIA RTX 5090 32 GB (SM120), x86_64, driver 595.84, Ubuntu 24.04 (host hal5090). Model server: Checkpoint jesdga/Qwen3.8-Flash-Next-Basalt Qwen3.8-FN-GSQ-RCO-IQ3_S.basalt (81 GiB; GSQ-RCO IQ3_S repacked for Basalt) on the Basalt engine (github.com/jesdga95/basalt @ 5b7eff1, a Strata fork for Blackwell sm_120; image built from homelab-inference Dockerfile.basalt): basalt serve --config with expert-cache auto, prefill auto, spec 7 (MTP), spec-min-p 0.5, max-context 393216, rope-scaling yarn, rope-scale 1.5, yarn-orig-ctx 262144 (YaRN over the trained 262144), kv int8, resident-experts, vram-reserve-mib 700, vision dynamic. Harness: opencode 1.19.0 on the host: `opencode run --auto --format json <prompt>`; per-run opencode.json pins the model via @ai-sdk/openai-compatible; context 393216, max output 32768 tokens, image input declared only when the server passed a two-image probe. Orchestrator: github.com/dh7/agent-checkup-benchmark @ 25e99c3; the checkup instructions are passed verbatim as a single prompt, one attempt, no time limit unless noted. Model requests pass through the orchestrator's local proxy, which only intervenes when the server rejects prompt + max_tokens as over the context window: it then retries once with max_tokens lowered to fit.

conclusion

Result: 47 passed, 2 failed, 0 unanswered (math 9/9, vision 17/19, mail 6/6, purchasing 4/4, coding 11/11). Wall time 9 min. The run completed: every challenge was answered within the time limit. Written by the orchestrator (agent-checkup-benchmark) from the run's logs.

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